初始化项目，由ModelHub XC社区提供模型
Model: LibraxisAI/Bielik-11B-v3.0-mlx-bf16 Source: Original Platform
This commit is contained in:
ModelHub XC
149
README.md
Normal file
149
README.md
Normal file
@@ -0,0 +1,149 @@
|
||||
---
|
||||
license: apache-2.0
|
||||
language:
|
||||
- pl
|
||||
- en
|
||||
- multilingual
|
||||
base_model:
|
||||
- speakleash/Bielik-11B-v3.0-Instruct
|
||||
library_name: mlx
|
||||
pipeline_tag: text-generation
|
||||
tags:
|
||||
- mlx
|
||||
- apple-silicon
|
||||
- bielik
|
||||
- polish
|
||||
- bfloat16
|
||||
- quantized
|
||||
- bf16/fp16
|
||||
inference: false
|
||||
widget:
|
||||
- text: Wyjaśnij krótko różnicę między diagnostyką różnicową a rozpoznaniem.
|
||||
example_title: Polish instruction prompt
|
||||
- text: Podsumuj najważniejsze ryzyka w planie wdrożenia.
|
||||
example_title: Polish reasoning prompt
|
||||
---
|
||||
|
||||
# Bielik-11B-v3.0-mlx-bf16
|
||||
|
||||
`Bielik-11B-v3.0-mlx-bf16` is an MLX BF16/FP16 packaging of `speakleash/Bielik-11B-v3.0-Instruct` for Polish and multilingual instruction-style generation on Apple Silicon.
|
||||
|
||||
## Intended use
|
||||
|
||||
- Local text generation and chat-style prompting on Apple Silicon
|
||||
- MLX-LM experimentation with the declared upstream model family
|
||||
- Offline or operator-controlled inference workflows
|
||||
|
||||
## Out of scope
|
||||
|
||||
- Safety-critical decisions without domain expert review
|
||||
- Claims of benchmark superiority not backed by published evaluation data
|
||||
- Non-MLX runtime guarantees; this card documents the shipped HF checkpoint, not every possible serving stack
|
||||
|
||||
## Training and conversion metadata
|
||||
|
||||
| Parameter | Value |
|
||||
|---|---|
|
||||
| Repository | `LibraxisAI/Bielik-11B-v3.0-mlx-bf16` |
|
||||
| Base model | `speakleash/Bielik-11B-v3.0-Instruct` |
|
||||
| Task | `text-generation` |
|
||||
| Library | `mlx` |
|
||||
| Format | MLX / Apple Silicon checkpoint |
|
||||
| Quantization | BF16/FP16 |
|
||||
| Architecture | LlamaForCausalLM |
|
||||
| Model files | 5 |
|
||||
| Config model_type | `llama` |
|
||||
|
||||
This card only reports metadata present in the Hugging Face repository, existing card frontmatter, or public config files. Missing benchmark, dataset, or training-run details are left explicit rather than reconstructed.
|
||||
|
||||
## Usage
|
||||
|
||||
### CLI
|
||||
|
||||
```bash
|
||||
pip install mlx-lm
|
||||
|
||||
mlx_lm.generate \
|
||||
--model LibraxisAI/Bielik-11B-v3.0-mlx-bf16 \
|
||||
--prompt "Opisz krótko objawy odwodnienia u psa i kiedy pilnie skontaktować się z lekarzem weterynarii." \
|
||||
--max-tokens 400
|
||||
```
|
||||
|
||||
### Python
|
||||
|
||||
```python
|
||||
from mlx_lm import load, generate
|
||||
|
||||
model, tokenizer = load("LibraxisAI/Bielik-11B-v3.0-mlx-bf16")
|
||||
|
||||
prompt = "Opisz krótko objawy odwodnienia u psa i kiedy pilnie skontaktować się z lekarzem weterynarii."
|
||||
response = generate(model, tokenizer, prompt=prompt, max_tokens=400)
|
||||
print(response)
|
||||
```
|
||||
|
||||
### Multi-turn with the chat template
|
||||
|
||||
This checkpoint follows the tokenizer/chat-template contract inherited from `speakleash/Bielik-11B-v3.0-Instruct` when the
|
||||
template is present in the repository:
|
||||
|
||||
```python
|
||||
from mlx_lm import load, generate
|
||||
|
||||
model, tokenizer = load("LibraxisAI/Bielik-11B-v3.0-mlx-bf16")
|
||||
|
||||
messages = [
|
||||
{"role": "user", "content": "Opisz krótko objawy odwodnienia u psa i kiedy pilnie skontaktować się z lekarzem weterynarii."},
|
||||
]
|
||||
prompt = tokenizer.apply_chat_template(messages, add_generation_prompt=True, tokenize=False)
|
||||
response = generate(model, tokenizer, prompt=prompt, max_tokens=400)
|
||||
print(response)
|
||||
```
|
||||
|
||||
## Example output
|
||||
|
||||
No public sample output is currently declared for this checkpoint. Run the usage example above against your own prompt or audio/image input to inspect behavior.
|
||||
|
||||
## Quantization notes
|
||||
|
||||
| Aspect | Original/base checkpoint | This checkpoint |
|
||||
|---|---|---|
|
||||
| Lineage | `speakleash/Bielik-11B-v3.0-Instruct` | `LibraxisAI/Bielik-11B-v3.0-mlx-bf16` |
|
||||
| Runtime target | Upstream runtime format | MLX on Apple Silicon |
|
||||
| Quantization | Base precision or upstream-declared format | BF16/FP16 |
|
||||
| Published quality delta | Not declared in public metadata | Not declared in public metadata |
|
||||
|
||||
## Limitations
|
||||
|
||||
- No public benchmarks for this checkpoint are declared in the model metadata.
|
||||
- No public benchmark claims are made by this card unless listed in the frontmatter.
|
||||
- Validate outputs on your own domain data before relying on this checkpoint.
|
||||
- Memory use and speed depend heavily on the exact Apple Silicon generation, unified-memory size, and prompt length.
|
||||
|
||||
## License
|
||||
|
||||
`apache-2.0`. Check the upstream/base model license as well when a base model is declared.
|
||||
|
||||
## Citation
|
||||
|
||||
```bibtex
|
||||
@misc{libraxisai-bielik-11b-v3-0-mlx-bf16,
|
||||
title = {Bielik-11B-v3.0-mlx-bf16},
|
||||
author = {LibraxisAI},
|
||||
year = {2026},
|
||||
howpublished = {\url{https://huggingface.co/LibraxisAI/Bielik-11B-v3.0-mlx-bf16}},
|
||||
note = {MLX checkpoint published by LibraxisAI}
|
||||
}
|
||||
```
|
||||
|
||||
## Inference tested on
|
||||
|
||||
[`LibraxisAI/mlx-batch-server`](https://github.com/LibraxisAI/mlx-batch-server)
|
||||
|
||||
## Related
|
||||
|
||||
- Base model: [`speakleash/Bielik-11B-v3.0-Instruct`](https://huggingface.co/speakleash/Bielik-11B-v3.0-Instruct)
|
||||
|
||||
---
|
||||
|
||||
𝚅𝚒𝚋𝚎𝚌𝚛𝚊𝚏𝚝𝚎𝚍. with AI Agents by VetCoders (c)2024-2026 LibraxisAI
|
||||
|
||||
Reference in New Issue
Block a user